循环神经网络精华

循环神经网络（RNN）是一类人工神经网络，其中节点之间的连接沿时间序列形成有向图。这使其表现出时间动态行为。 RNN源自前馈神经网络，可以使用其内部状态（内存）来处理可变长度的输入序列。这使得它们适用于诸如未分段的，连接的手写识别或语音识别之类的任务。

Recurrent Neural Network | 2. RNN with Tensorflow
- https://i-systems.github.io/HSE545/machine%20learning%20all/Workshop/Hanwha/Lecture/08_RNN.pdf
Peter's Notes
- http://peterroelants.github.io/posts/rnn_implementation_part01/
循环神经网络－Recurrent Neural Networks
- https://zhuanlan.zhihu.com/p/26312033
Understanding LSTM Networks -- colah's blog
- http://colah.github.io/posts/2015-08-Understanding-LSTMs/
[原创翻译]循环神经网络惊人的有效性（上）
- https://zhuanlan.zhihu.com/p/22107715
Quasi-Recurrent Neural Network (QRNN)...
- https://zhuanlan.zhihu.com/p/30026773
Creating A Text Generator Using Recurrent Neural Network
- https://chunml.github.io/ChunML.github.io/project/Creating-Text-Generator-Using-Recurrent-Neural-Network/
Experts in deep learning
- http://christopher5106.github.io/deep/learning/2016/07/14/element-research-torch-rnn-tutorial.html
Predict Stock Prices Using RNN: Part 1
- https://lilianweng.github.io/lil-log/2017/07/08/predict-stock-prices-using-RNN-part-1.html
Anyone Can Learn To Code an LSTM-RNN in... - i am trask
- http://iamtrask.github.io/2015/11/15/anyone-can-code-lstm/
Peter's Notes | Binary addition with a non-linear RNN
- http://peterroelants.github.io/posts/rnn_implementation_part02/
The Unreasonable Effectiveness of Recurrent Neural...
- http://karpathy.github.io/2015/05/21/rnn-effectiveness/
循环神经网络教程第三部分-BPTT和梯度消失
- https://zhuanlan.zhihu.com/p/22338087
斯坦福CS231n课程作业# 3简介
- https://zhuanlan.zhihu.com/p/21946525
[原创翻译]循环神经网络惊人的有效性（下）
- https://zhuanlan.zhihu.com/p/22230074?refer=intelligentunit
RNN and LSTM - handong1587 | TensorFlow RNN Tutorial
- https://handong1587.github.io/deep_learning/2015/10/09/rnn-and-lstm.html
[原创翻译]循环神经网络惊人的有效性（下）
- https://zhuanlan.zhihu.com/p/22230074
Recurrent Neural Network | 4.3. Define RNN Structure
- https://i-systems.github.io/HSE545/machine%20learning%20all/Workshop/KIMM_2018_WINTER/in%20PDF/08%20RNN.pdf
Recurrent Neural Network | 2.3. Define RNN Structure
- https://i-systems.github.io/HSE545/machine%20learning%20all/Workshop/KSME/in%20PDF/05_KSME_RNN.pdf
1 人赞了《TensorFlow：实战Google...
- https://zhuanlan.zhihu.com/p/31539492/voters

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